關於 deep learning framework ，我們在網路上蒐集到這些相關的討論、資訊與評價

#11. Top Machine Learning Frameworks To Use in 2021 - BMC ...

A machine learning framework, then, simplifies machine learning algorithms. An ML framework is any tool, interface, or library that lets you ...

#12. AI Frameworks - Intel

TensorFlow* is a widely used deep-learning framework that's based on Python*. It's designed for flexible implementation and extensibility on modern deep neural ...

#13. Deep Learning Frameworks - Hyperparameter Tuning, Batch ...

The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and ...

#14. 5 Amazing Deep Learning Frameworks Every Data Scientist ...

A deep learning framework is an interface, library or a tool which allows us to build deep learning models more easily and quickly, ...

#15. A Deep Learning Framework for Lifelong Machine Learning

We also draw connections between many peculiarities of human learning (such as memory loss and "rain man") and our framework. As academics, we ...

#16. Two-step training deep learning framework for computational ...

Two-step training deep learning framework for computational imaging without physics priors. Ruibo Shang, Kevin Hoffer-Hawlik, Fei Wang, ...

#17. Validating a Deep Learning Framework by Metamorphic Testing

In this paper, we propose an approach for validating the classification accuracy of a deep learning framework that includes a convolutional neural network, a ...

#18. Caffe | Deep Learning Framework

Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR) and by community ...

#19. A deep-learning framework for multi-level peptide–protein ...

developed DeepCPI, a powerful computational framework that combines representation learning with a multimodal neural network to predict compound ...

#20. Install deep learning frameworks for ArcGIS—ArcGIS Pro

Learn how to install deep learning frameworks for ArcGIS, such as PyTorch, Fast.ai, TensorFlow, Torchvision, and Keras.

#21. Deep Learning Libraries Installers for ArcGIS - GitHub

Library Name Version Description absl‑py 0.13.0 Abseil Python Common Libraries aiohttp 3.7.4.post0 Async http client/server framework (asyncio) alembic 1.6.4 A database migration tool for SQLAlchemy

#22. Apache MXNet | A flexible and efficient library for deep learning.

A truly open source deep learning framework suited ... Deep integration into Python and support for Scala, Julia, Clojure, Java, C++, R and Perl.

#23. A deep-learning framework for multi-level peptide-protein ...

Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, 100084, China. 2 Machine Learning Department, Silexon AI ...

#24. The Ultimate Guide to Machine Learning Frameworks

The Ultimate Guide to Machine Learning Frameworks · Scikit-learn · TensorFlow · PyTorch · Apache MXNet · Eclipse Deeplearning4j · XGBoost · Paddle ...

#25. A Deep Learning framework for Interoperable Machine Learning

A Deep Learning framework for Interoperable Machine Learning. In The First International Conference on AI-ML-Systems (AIMLSystems '21), October 21–23, 2021, ...

#26. A Deeper Look at Deep-Learning Frameworks - Electronic ...

Deep learning is one aspect of artificial intelligence gaining ground thanks to multicore hardware such as GPGPUs, with tools and frameworks also providing ...

#27. Compare deep learning frameworks - IBM Developer

TensorFlow is an open source deep learning framework that was released in late 2015 under the Apache 2.0 license. Since then, it has become one ...

#28. Deep Learning Toolbox - MATLAB - MathWorks

Deep Learning Toolbox™ provides a framework for designing and implementing deep neural networks with algorithms, pretrained models, and apps.

#29. The IDL Machine Learning Framework - L3Harris Geospatial

The IDL Machine Learning framework provides a powerful and flexible way to run machine learning applications on numerical data.

#30. ML.NET | Machine Learning made for .NET

ML.NET is a machine learning framework for .NET. ML.NET supports sentiment analysis, price prediction, fraud detection, and more using custom models.

#31. A Breakdown of Deep Learning Frameworks | Exxact Blog

Why Use a Deep Learning Framework? · They supply readily available libraries for defining layers, network types (CNNs, RNNs) and common model ...

#32. Deep Learning Framework - Thunder Bay Catholic District ...

Deep Learning is quality learning that sticks with you for life. Our first step in reimagining learning was to identify six Global Competencies (6Cs) that ...

#33. Deep Learning on AWS

Deep learning frameworks such as Apache MXNet, TensorFlow, the Microsoft Cognitive Toolkit, Caffe, Caffe2, Theano, Torch and Keras can be run on the cloud, ...

#34. Graph Networks as a Universal Machine Learning Framework ...

Graph networks are a new machine learning (ML) paradigm that supports both relational reasoning and combinatorial generalization.

#35. Top 10 Deep Learning Frameworks for 2021 - Enterprise ...

The DL4J framework allows developers to compose and test deep neural networks, based on granular, or shallower layers. This provides more ...

#36. A Novel Hierarchical Deep Learning Framework for ... - Frontiers

A Novel Hierarchical Deep Learning Framework for Diagnosing Multiple Visual Impairment Diseases in the Clinical Environment.

#37. ABBYY NeoML

ABBYY's NeoML open-source and deep learning AI framework builds, trains, and deploys machine learning models. Learn more about this amazing technology here.

#38. Machine Learning - Apple Developer

Create ML lets you quickly build and train Core ML models right on your Mac with no code. The easy-to-use app interface and models available for training make ...

#39. kGCN: a graph-based deep learning framework for chemical

Deep learning is developing as an important technology to perform various tasks in cheminformatics. In particular, graph convolutional ...

#40. Code2Inv: A Deep Learning Framework for Program Verification

We propose a general end-to-end deep learning framework. Code2Inv, which takes a verification task and a proof checker as input, and automatically learns a ...

#41. Why PyTorch Is the Deep Learning Framework of the Future

PyTorch is a machine learning framework produced by Facebook in October 2016. It is open source, and is based on the popular Torch library.

#42. What is the JAX Deep Learning Framework? - Roboflow Blog

JAX is a new machine learning framework that has been gaining popularity in machine learning research. If you're operating in the research realm ...

#43. Popular Deep Learning Frameworks: An Overview - Analytics ...

Popular Deep Learning Frameworks: An Overview · 1. Tensorflow. Developed by Google Brain, Tensorflow is by far, one of the most used deep ...

#44. 5 Deep Learning Frameworks You Need To Know in 2021

Overview of five deep learning frameworks: Tensorflow, Keras, PyTorch, MxNet, and Chainer. Speed up the production of deep learning models.

#45. a comprehensive experimental evaluation of deep learning ...

Most of the deep learning frameworks such, as PyTorch, Torch, Caffe, Keras, TensorFlow, Theano, and MXNet adopt a similar software architecture ...

#46. Top 10 Easy Deep Learning Frameworks for Beginners in 2021

Deep learning frameworks are interfaces, libraries, or tools, which are generally open-source that people with little to no knowledge of machine ...

#47. 9 Best Machine Learning Frameworks to Build a Successful App

Best Machine Learning Frameworks · TensorFlow. TensorFlow is an open-source ML framework and software library for data-based programming across ...

#48. Raster Vision: A Geospatial Deep Learning Framework

Raster Vision bridges the gap between the worlds of remote sensing and computer vision by simplifying deep learning workflows on large ...

#49. Accord.NET Machine Learning Framework

Accord.NET is a .NET machine learning framework combined with audio and image processing libraries completely written in C# ready to be used in commercial ...

#50. End-To-End Deep Learning Framework for Coronavirus ...

In the hospital layer, we propose a convolutional neural network-based deep learning model for COVID-19 detection based on patient's X-ray scan images and ...

#51. Deeper Learning in Practice | Edutopia

In the deeper learning framework, students are encouraged to master academic content, think critically, work collaboratively, ...

#52. Day 7 / PyTorch / 深度學習框架之亂 - iT 邦幫忙

ONNX (Open Neural Network Exchange) 其實不算是framework，而是一個多方machine learning model 可以共同遵守的representation format，讓遵守format 的不同framework ...

#53. Overview of Deep Learning Frameworks with OpenCL Support

Download Table | Overview of Deep Learning Frameworks with OpenCL Support from publication: Deep Learning on FPGAs: Past, Present, and Future | The rapid ...

#54. Framework for Better Deep Learning - Machine Learning ...

Modern deep learning libraries such as Keras allow you to define and start fitting a wide range of neural network models in minutes with just a ...

#55. Development and validation of a weakly supervised deep ...

Deep learning framework. A deep neural network (ResNet18; model 1) was trained on a balanced dataset of tumour and non-tumour tiles, comprising ...

#56. What is a machine learning framework? | Algorithmia Blog

A machine learning framework is an interface that allows developers to build and deploy machine learning models faster and easier.

#57. A machine learning framework for solving high-dimensional ...

In this paper, we provide a flexible machine learning framework for the numerical solution of potential MFG and MFC models. State-of-the-art ...

#58. SADeepSense: Self-Attention Deep Learning Framework for ...

At the same time, deep neural networks have advanced greatly in processing human-centric data, such as images, speech, and audio. The use of deep neural network ...

#59. Pytorch vs. Tensorflow: Deep Learning Frameworks 2021

The pros and cons of using PyTorch or TensorFlow for deep learning in Python ... TensorFlow: Which Framework Is Best for Your Deep Learning Project?

#60. A general deep learning framework for network reconstruction ...

In this work, we introduce a new framework, Gumbel Graph Network (GGN), which is a model-free, data-driven deep learning framework to ...

#61. Top 20 Machine Learning Frameworks You Must Know

Check the best Machine Learning Frameworks and libraries both for ML & deep learning like scikit learn, scikit garden, Pytorch, ONNX, MXNET, Keras, ...

#62. PyTorch - Facebook AI Research

PyTorch is an open source deep learning framework built to be flexible and modular for research, with the stability and support needed for production...

#63. Interactive human–machine learning framework for modelling ...

In this work, we introduce a human–machine interactive learning framework by developing a scalable semi-empirical model to accurately predict material ...

#64. End-to-end deep learning framework for video partial copy ...

STRNN: End-to-end deep learning framework for video partial copy detection ... neural network based on the object detection task of the RefineDet model.

#65. Choosing a Deep Learning Framework: Tensorflow or Pytorch?

PyTorch is one of the newest deep learning framework which is gaining popularity due to its simplicity and ease of use. Pytorch got very popular ...

#66. Comparison of AI Frameworks - The Artificial Intelligence Wiki ...

A comparison of various deep learning and machine learning frameworks including PyTorch, TensorFlow, Caffe, Keras, MxNet, Gluon & CNTK.

#67. A Brief History of Deep Learning Frameworks - SwissCognitive

Deep Learning Frameworks : The past decade has seen a burst of algorithms and applications in machine learning especially deep learning.

#68. What Are Machine Learning Frameworks and How to Pick the ...

There are a variety of innovative tools used in machine learning to unlock various levels of success. A machine learning framework is a set of ...

#69. Top 10 Machine Learning Frameworks you must Know

Top 10 Machine Learning Frameworks You Need to Know · TensorFlow · Theano · Scikit-learn · Caffe · H20 · Amazon Machine Learning · Torch · Google Cloud ...

#70. a Deep-learning framework for Condensing enhancers and ...

First, we employed direct enhancer-activity readouts from novel functional characterization assays, such as STARR-seq, to train a deep neural ...

#71. PyTorch vs TensorFlow: comparing deep learning frameworks

PyTorch and Tensorflow are among the most popular libraries for deep learning, which is a subfield of machine learning.

#72. A point-cloud deep learning framework for prediction of fluid ...

We present a novel deep learning framework for flow field predictions in irregular domains when the solution is a function of the geometry of either the ...

#73. PyTorch

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

#74. A Novel Machine Learning Framework for Comparison of Viral ...

A Novel Machine Learning Framework for Comparison of Viral COVID-19–Related Sina Weibo and Twitter Posts: Workflow Development and Content ...

#75. Top 15 Machine Learning Frameworks for AI & ML Experts

In its true sense, a Machine Learning framework is a collection of pre-built components that support the process of building Machine Learning models in a ...

#76. Top 10 deep learning frameworks everyone should know

What are the best deep learning frameworks? · Tensorflow · Keras · Caffe · Torch · PyTorch · Deeplearning4j · MXNet · Microsoft Cognitive Toolkit.

#77. Deep Learning Frameworks Compared: MxNet vs TensorFlow ...

MXNet is another popular Deep Learning framework. Founded by the Apache Software Foundation, MXNet supports a wide range of languages like ...

#78. Deep Learning Frameworks - Devopedia

Deep Learning (DL) is a neural network approach to Machine Learning (ML). While it's possible to build DL solutions from scratch, ...

#79. A Brief History of Deep Learning Frameworks | Synced

There are two trends in the deep learning framework space during this period. First is large model training. With the birth of BERT [3] and its ...

#80. New Pedagogies for Deep Learning: Homepage

To foster deep learning so that all learners contribute to the common good, ... how the New Pedagogies for Deep Learning Framework comprehensively address ...

#81. Which Deep Learning Framework to Choose - Kaggle

So while thinking about what is the best framework for deep learning, you have to take several factors into consideration: the type of neural networks you'll be ...

#82. Create your own Deep Learning framework using Numpy

I have always been curious about how deep learning frameworks are created. I use Keras, TensorFlow, and PyTorch and they all are really good ...

#83. A deep learning framework for characterization of genotype data

Deep learning models are a type of nonlinear machine learning method in which the features used in data transformation are decided by the model ...

#84. A Bayesian deep learning framework for interval estimation of ...

Deep learning has emerged as a powerful tool to model complicated relationships between inputs and outputs in various fields including degradation modeling ...

#85. Top 15 Frameworks for Machine Learning Experts - KDnuggets

Apache Singa is a general distributed deep learning platform for training big deep learning models over large datasets. · Amazon Machine Learning ...

#86. A Survey of TensorFlow, Torch, Theano, Caffe, Neon, and the ...

Deep Learning Frameworks : A Survey of TensorFlow, Torch, Theano, Caffe, Neon, and the IBM Machine Learning Stack ... The art and science of ...

#87. 5 Most Popular Deep Learning Frameworks in 2020 - Talent500

As per Data Scientists, Deep Learning exceeds the cognitive powers of the human brain. Here are Top 5 Deep Learning frameworks that are most ...

#88. • AI deep learning frameworks ranking 2018 | Statista

The statistic shows artificial intelligence frameworks ranked by power score in 2018. TensorFlow has the highest score and ranks as the number one AI deep ...

#89. Aobai asked Bruce about the deep learning framework? I…

Other niche deep learning frameworks include the deep learning engine dsstne used by Amazon, niche dynet of Carnegie Mellon University, ...

#90. Deep Learning Framework Power Scores 2018 - Fast AI Forum

I just published the “Deep Learning Framework Power Scores 2018: Which deep learning frameworks are tops in usage, interest, and popularity?

#91. Deep Learning Frameworks Comparison – TensorFlow, Keras ...

Deep Learning Frameworks Comparison – TensorFlow, Keras, MXNet and More · 1. TensorFlow · 2. PyTorch · 3. Keras · 4. MXNet · 5. CNTK · 6. Caffe and ...

#92. A General Deep Learning Framework for Inverse Problems

Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems. Related Databases. Web of Science. You must be logged in with an active ...

#93. A deep learning framework for financial time series using ...

The deep learning framework comprises three stages. First, the stock price time series is decomposed by WT to eliminate noise. Second, SAEs is ...

#94. Choosing a Deep Learning Framework - Goalist Developers ...

Today, there are many deep learning frameworks that make it easy for you to implement neural networks, and here are some of the leading ones ...

#95. 10 Best Machine Learning Frameworks in 2020 - Cubix

Machine Learning Frameworks are tools for developers to understand and design machine learning models. It helps create powerful AI software ...

#96. End-to-end deep learning framework for digital holographic ...

To ease the training of a deep neural network, the method called deep residual learning can be used, which explicitly adds an identity mapping ...

#97. A Weakly Supervised Deep Learning Framework for Sorghum ...

Machine learning -based approaches like deep convolutional neural network (CNN) based object detectors are promising tools for efficient object detection and ...